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DESCRIPTION
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Package: corrgrapher
Type: Package
Title: Explore Correlations Between Variables in a Machine Learning Model
Version: 1.0.2
Encoding: UTF-8
Authors@R: c(person("Pawel",
"Morgen",
email = "seriousmorgen@protonmail.com",
role = c("aut", "cre")),
person("Przemyslaw",
"Biecek",
role = c("aut")))
Maintainer: Pawel Morgen <seriousmorgen@protonmail.com>
Description: When exploring data or models we often examine variables one by one.
This analysis is incomplete if the relationship between these variables is
not taken into account. The 'corrgrapher' package facilitates simultaneous
exploration of the Partial Dependence Profiles and the correlation between
variables in the model.
The package 'corrgrapher' is a part of the 'DrWhy.AI' universe.
License: GPL (>= 2)
Depends: R (>= 3.5.0)
Imports: visNetwork,
DALEX,
ingredients,
htmltools,
jsonlite,
ggplot2,
knitr
Suggests:
rmarkdown,
testthat,
gbm,
ranger,
spelling,
covr
RoxygenNote: 7.1.1
URL: https://modeloriented.github.io/corrgrapher/, https://github.com/ModelOriented/corrgrapher
BugReports: https://github.com/ModelOriented/corrgrapher/issues
Language: en-US